greysonchung/mast30034-assignment-1

This math assignment aims to generate spatialtemporal dataset and preprocessing by statistical measures.

MAST30034 Assignment 1

Assignment Overview

Spatiotemporal datasets consists of both space and time dimensions and represent many real world applications such as medical imaging data, video data, weather patterns and so on. The aim of this assignment is to familiarize ourselves with dataset generation by time samples and pixel values, its preprocessing by statistical measures, its analysis by parameter estimation, its results visualization by graphs, and its evaluation by performance metrics.

Dependencies

• Language: R 4.1.0
• Packages/Libraries: ggplot2, R.matlab, reshape2, pracma, plot.matrix, MASS, corrplot, cowplot, Rfast, factoextra

Directory

• Code: Contains all R codes for Assignment 1
• Deprecated: Contains old code that I no longer use
• Plots: Contains all the plots of Assignment 1